{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Readout line"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Enables module automatic reload. \n",
    "#Your notebook will be able to pick up code updates made to qiskit-metal (or other) module code.\n",
    "\n",
    "%reload_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Import key libraries and open the Metal GUI. Also we configure the notebook to enable overwriting of existing components"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from qiskit_metal import designs, draw\n",
    "from qiskit_metal import MetalGUI, Dict, Headings\n",
    "\n",
    "design = designs.DesignPlanar()\n",
    "gui = MetalGUI(design)\n",
    "\n",
    "# If you disable the next line with \"overwrite_enabled\", then you will need to \n",
    "# delete a component [<component>.delete()] before recreating it.\n",
    "design.overwrite_enabled = True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'layer': '1',\n",
       " 'trace_width': 'cpw_width',\n",
       " 'trace_gap': 'cpw_gap',\n",
       " 'coupler_length': '62.5um',\n",
       " 'lead_length': '25um',\n",
       " 'pos_x': '0um',\n",
       " 'pos_y': '0um',\n",
       " 'orientation': '0'}"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from qiskit_metal.qlibrary.terminations.launchpad_wb_coupled import LaunchpadWirebondCoupled\n",
    "\n",
    "#Explore the options of the LaunchpadWirebondCoupled.\n",
    "LaunchpadWirebondCoupled.get_template_options(design)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'pin_inputs': {'start_pin': {'component': '', 'pin': ''},\n",
       "  'end_pin': {'component': '', 'pin': ''}},\n",
       " 'fillet': '0',\n",
       " 'lead': {'start_straight': '0mm',\n",
       "  'end_straight': '0mm',\n",
       "  'start_jogged_extension': '',\n",
       "  'end_jogged_extension': ''},\n",
       " 'total_length': '7mm',\n",
       " 'chip': 'main',\n",
       " 'layer': '1',\n",
       " 'trace_width': 'cpw_width',\n",
       " 'meander': {'spacing': '200um', 'asymmetry': '0um'},\n",
       " 'snap': 'true',\n",
       " 'prevent_short_edges': 'true'}"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from qiskit_metal.qlibrary.tlines.meandered import RouteMeander\n",
    "\n",
    "#Explore the options of the RouteMeander.\n",
    "RouteMeander.get_template_options(design)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'width': '10um',\n",
       " 'gap': '6um',\n",
       " 'termination_gap': '6um',\n",
       " 'pos_x': '0um',\n",
       " 'pos_y': '0um',\n",
       " 'orientation': '0',\n",
       " 'chip': 'main',\n",
       " 'layer': '1'}"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from qiskit_metal.qlibrary.terminations.open_to_ground import OpenToGround\n",
    "\n",
    "#Explore the options of the OpenToGround.\n",
    "OpenToGround.get_template_options(design)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Setup the launchpad location and orientation.\n",
    "launch_options = dict(pos_x='990um', pos_y='2812um', orientation='270', lead_length='30um')\n",
    "\n",
    "lp = LaunchpadWirebondCoupled(design, 'P4_Q', options = launch_options)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Setup the OpenToGround location and orientation.\n",
    "otg_options = dict(pos_x='2.5mm',  pos_y='0.5mm', orientation='0')\n",
    "\n",
    "otg = OpenToGround(design, 'open_to_ground', options=otg_options)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "#After the two QComponents are added to design, connect them with a RouteMeander.\n",
    "meander_options = Dict(\n",
    "        total_length='10 mm',\n",
    "        fillet='90 um',\n",
    "        lead = dict(start_straight='100um'),\n",
    "        pin_inputs=Dict(\n",
    "            start_pin=Dict(component=lp.name, pin='tie'),\n",
    "            end_pin=Dict(component=otg.name, pin='open')), )\n",
    "\n",
    "meander = RouteMeander(design, 'bus',  options=meander_options)\n",
    "gui.rebuild()\n",
    "gui.autoscale()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Get a list of all the qcomponents in QDesign and then zoom on them.\n",
    "all_component_names = design.components.keys()\n",
    "\n",
    "gui.zoom_on_components(all_component_names)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'layer': '1',\n",
       " 'trace_width': 'cpw_width',\n",
       " 'trace_gap': 'cpw_gap',\n",
       " 'coupler_length': '62.5um',\n",
       " 'lead_length': '30um',\n",
       " 'pos_x': '990um',\n",
       " 'pos_y': '2812um',\n",
       " 'orientation': '270'}"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Look at the options of the launch pad in QDesign.\n",
    "lp.options"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'pin_inputs': {'start_pin': {'component': 'P4_Q', 'pin': 'tie'},\n",
       "  'end_pin': {'component': 'open_to_ground', 'pin': 'open'}},\n",
       " 'fillet': '90 um',\n",
       " 'lead': {'start_straight': '100um',\n",
       "  'end_straight': '0mm',\n",
       "  'start_jogged_extension': '',\n",
       "  'end_jogged_extension': ''},\n",
       " 'total_length': '10 mm',\n",
       " 'chip': 'main',\n",
       " 'layer': '1',\n",
       " 'trace_width': 'cpw_width',\n",
       " 'meander': {'spacing': '200um', 'asymmetry': '0um'},\n",
       " 'snap': 'true',\n",
       " 'prevent_short_edges': 'true',\n",
       " 'trace_gap': 'cpw_gap',\n",
       " '_actual_length': '10.0 mm'}"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Look at the options of the RouteMeander in QDesign.\n",
    "meander.options"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 500
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Save screenshot as a .png formatted file.\n",
    "gui.screenshot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 500
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Screenshot the canvas only as a .png formatted file.\n",
    "gui.figure.savefig('shot.png')\n",
    "\n",
    "from IPython.display import Image, display\n",
    "_disp_ops = dict(width=500)\n",
    "display(Image('shot.png', **_disp_ops))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Closing the Qiskit Metal GUI\n",
    "gui.main_window.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "celltoolbar": "Tags",
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
